NLP – Natural Language Processing with Python

Course Name : NLP – Natural Language Processing with Python
Students : 95,485
Duration : 11.5 hrs & 3 downloadable resources
Avg Rating : 4.6 (18,111 ratings)
Original Price : $119.99
Discount Price : $13
Instructor / Provider : Jose Portilla, Udemy
Course Type : Self Paced Online Course. Lifetime Access
Coupon : Click on ENROLL NOW to apply discount code

You’ll Learn How to

• Work with text files in Python and master the basics of text processing.
• Process and manipulate PDF files programmatically using Python libraries.
• Utilize Regular Expressions (RegEx) for advanced pattern searching in text data.
• Leverage Spacy for ultra-fast tokenization and text processing.
• Explore Stemming and Lemmatization techniques to simplify text data.
• Understand vocabulary matching and apply it using Spacy.
• Perform Part of Speech (POS) Tagging to analyze and process raw text data automatically.
• Learn about Named Entity Recognition (NER) and how to extract key information from text.
• Visualize POS tagging and NER results using Spacy’s built-in visualization tools.
• Use SciKit-Learn to build machine learning models for text classification.
• Perform Topic Modeling using Latent Dirichlet Allocation (LDA).
• Understand Non-Negative Matrix Factorization (NMF) for text decomposition.
• Implement the Word2Vec algorithm for word embedding and semantic analysis.
• Use NLTK for sentiment analysis to determine the emotional tone of text data.
• Apply Deep Learning techniques to build and deploy your own chatbot.

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